I design & ship
AI products that
feel alive.

Product designer and design engineer turning complex AI systems into clear, thoughtful products—from first sketch to production code.

Explore selected work A little about me

India Remote worldwide

Product design Engineering AI

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Selected work 2024—2026

Selected products,
systems, and tools.

Work I owned across product definition, interface design, AI behavior, and production implementation.

White paths untangling across a green landscape toward a pavilion

AI concierge / Human-in-the-loop

01 / Find My Genie

Four portals for an AI concierge coordinating 20+ vendors.

Designed and coded four production portals for an agent coordinating 20+ vendors at once—with human intervention built into the experience.

Ownership
Product design + frontend
Team
Early-stage founding team
Timeline
Jan—Mar 2026
Shipped
4 production portals
  • 4production portals
  • 35%faster booking flow
Read case study
Three textile panels progressing from fragmented to structured compositions

Production AI / Internal tooling

02 / ContentOS

An AI research OS connecting discovery, strategy, and production.

At Fobet Media, helped design and build a shared workspace for creator research, strategy, scripting, planning, memory, and performance tracking.

Role
Design Engineer
Company
Fobet Media
Timeline
Apr 2026—present
Status
In production
  • 3AI research pipelines
  • 608+documented unit tests · Jul 2026
Read case study
A black evidence archive in an open landscape connected by red threads to a sealed envelope

Narrative commerce / Client work

03 / Itz Confidential

A storefront designed to feel like the first chapter of an investigation.

Owned the brand, product experience, interaction design, and production build for an immersive detective-game company—from case discovery to purchase, submissions, and live events.

Ownership
End-to-end product
Client
Itz Confidential
Stack
Next.js / TypeScript
Status
Live commerce product
  • 6mystery cases
  • 5,000+cases delivered by the brand
Read case study
A monumental dark doorway containing an illuminated network of specialist forms

Open source / AI developer tools

04 / Naksha Studio

Twenty-six design specialists packaged for AI coding tools.

Built and shipped a virtual design team for Claude Code, Cursor, Windsurf, Gemini CLI, and Copilot—with real, unpaid developer adoption.

Ownership
Creator + maintainer
Team
Solo, open source
Scope
Product + system
License
MIT
  • 300+GitHub stars · Jul 2026
  • 15k+lines of knowledge
View on GitHub Read case study
An architectural archive organizing dense paper records into clear planes

05 / Claussal.ai

AI contract review that keeps every answer tied to the source.

Designed and built an inspectable workspace for document upload, clause-level risks, reversible redlines, and contextual Q&A.

Read case study

Open source & experiments Built to learn in public

Small bets.
Real software.

Tools and prototypes I build to investigate a technical question—model routing, tool behavior, cross-device input, or new forms of browser interaction.

Three progressively larger dark stone gateways connected by an automated routing track in a rocky landscape
01 / AI infrastructureClaude Code plugin

Gearbox

Routes delegated work to the least expensive capable model, escalates when an agent gets stuck, and verifies the result before accepting it.

  • Model routing
  • Verifier gates
  • JSONL telemetry
Explore repository
A calibrated field of repeated testing instruments with one result path diverging in red
02 / LLM evaluationResearch harness

Toolbench

A dependency-light harness for measuring how tool descriptions change whether—and when—models actually call a tool.

  • Python
  • 27 offline tests
  • Multi-model traces
Read the findings
A black control slab sending a blue signal through a bridge toward a distant gateway
03 / Cross-device prototypeiOS + browser

Tera Bhai Seedhe Control

Turns an iPhone into an Xbox Cloud Gaming controller through a native sender, a low-latency bridge, and a browser extension.

  • Swift
  • UDP → WebSocket
  • Gamepad API
Inspect the build
An abstract red racing form framed by a perspective installation at dusk
04 / Creative engineeringLive WebGL experiment

RedBull F1

A head-tracked 3D experience that turns the browser into a physical window around an F1 car, with camera-free input fallbacks.

  • React Three Fiber
  • MediaPipe
  • Off-axis projection
Open live demo GitHub

How I work

How I take a product
from idea to production.

01

Map the workflow

I identify the users, operators, model decisions, handoffs, and failure states before committing to an interface.

  • System mapping
  • User flows
  • Failure states
02

Prototype the risky parts

I test agent responses, intervention paths, and complex interactions early—before polish makes weak assumptions expensive.

  • Agent behavior
  • Prototyping
  • Human control
03

Stay through production

I build the interface, connect it to real system behavior, and iterate on the states that only appear after people start using it.

  • React & Next.js
  • AI integration
  • Production iteration

Experience

Selected
experience.

Apr 2026—Now

Design Engineer

Fobet Media

Designing and building ContentOS workflows across creator research, strategy, production tooling, and implementation.

Jan—Mar 2026

Founding Design Engineer

Find My Genie

Designed and coded the customer, vendor, verification, and human-in-the-loop product surfaces.

Oct 2024—Aug 2025

Product Designer

Jobmato

Created the Android product experience, component library, and complete visual identity from scratch.

Apr—Aug 2024

Product Designer

Stealth startup

Took a student events platform from zero to final UI and established a reusable 30+ component system.

A little about me

I started with interfaces.
Then I got curious about
everything behind them.

I’m Aditya, a product designer and design engineer finishing my engineering degree at IIIT Guwahati. I work on AI products where interface decisions depend on model behavior, operational constraints, and real implementation tradeoffs.

I moved from Figma into frontend code, AI pipelines, internal tools, and open source because I wanted to test my decisions in working software. I do my best work on small teams where designers stay close to both users and the codebase.

Based inIndia

Looking forGlobally remote / relocation

Currently exploringAgent interfaces, generative UI, design tooling

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